Compare/Qwen3 235B A22B (Non-reasoning) vs Nemotron 3 Ultra 550B A55B (Reasoning)

Qwen3 235B A22B (Non-reasoning)vsNemotron 3 Ultra 550B A55B (Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Alibaba

Qwen3 235B A22B (Non-reasoning)

Input
$0.7/M
Output
$2.8/M
Speed
64 tok/s
TTFT
1.26s
NVIDIA

Nemotron 3 Ultra 550B A55B (Reasoning)

Input
$0.675/M
Output
$2.675/M
Speed
179 tok/s
TTFT
0.92s

Winner by Category

Cheaper
Nemotron 3 Ultra 550B A55B (Reasoning)
Faster (tok/s)
Nemotron 3 Ultra 550B A55B (Reasoning)
Lower Latency
Nemotron 3 Ultra 550B A55B (Reasoning)
Benchmarks (5-7)
Nemotron 3 Ultra 550B A55B (Reasoning)

Pricing Comparison

MetricQwen3 235B A22B (Non-reasoning)Nemotron 3 Ultra 550B A55B (Reasoning)
Input ($/M tokens)$0.7$0.675
Output ($/M tokens)$2.8$2.675
Cost for 1M input + 100K output tokens:
Qwen3 235B A22B (Non-reasoning)$0.98
Nemotron 3 Ultra 550B A55B (Reasoning)$0.94

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 235B A22B (Non-reasoning)
64 tok/s
Nemotron 3 Ultra 550B A55B (Reasoning)
179 tok/s
Time to First Token (seconds) — lower is better
Qwen3 235B A22B (Non-reasoning)
1.26s
Nemotron 3 Ultra 550B A55B (Reasoning)
0.92s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
10.937.8
Coding Index
49.3
Math Index
23.7
GPQA Diamond
61.3%86.7%
MMLU-Pro
76.2%
LiveCodeBench
34.3%
AIME 2025
23.7%
MATH-500
90.2%
Humanity's Last Exam
4.7%26.6%
SciCode
29.9%39.9%
IFBench
36.6%81.4%
TerminalBench
6.1%36.4%
Qwen3 235B A22B (Non-reasoning)5 wins
7 winsNemotron 3 Ultra 550B A55B (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 235B A22B (Non-reasoning) or Nemotron 3 Ultra 550B A55B (Reasoning)?

Nemotron 3 Ultra 550B A55B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.18/M tokens vs $1.23/M for Qwen3 235B A22B (Non-reasoning).

Which model performs better on benchmarks?

Nemotron 3 Ultra 550B A55B (Reasoning) wins 7 out of 12 benchmarks compared to 5 for Qwen3 235B A22B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Nemotron 3 Ultra 550B A55B (Reasoning) generates tokens faster at 179 tok/s vs 64 tok/s. However, Nemotron 3 Ultra 550B A55B (Reasoning) has lower time-to-first-token (0.92s vs 1.26s).

When should I use Qwen3 235B A22B (Non-reasoning) vs Nemotron 3 Ultra 550B A55B (Reasoning)?

Choose based on your priorities: Nemotron 3 Ultra 550B A55B (Reasoning) for lower cost, Nemotron 3 Ultra 550B A55B (Reasoning) for stronger benchmark performance, and Nemotron 3 Ultra 550B A55B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.